Machine learning based diagnosis of malignancy during bile duct stricture evaluation using cholangioscopy

Johns Hopkins University, USA; University of California Davis, USA; UPMC, USA; Columbia University, USA; Northwell Health, USA; Montefiore Health System, USA; Tokyo Ika Daigaku, Japan; Apollo Gleneagles Hospital, India; Soonchunhyang University Hospital, Korea (the Republic of); Washington University in St Louis, USA; Chulalongkorn University, Thailand; Changi General Hospital, Singapore; Baldota Institute of Digestive Sciences, India; University of Colorado, USA; University of Rochester, USA; Instituto Ecuatoriano de Enfermedades Digestivas, Ecuador; Universita degli Studi di Salerno, Italy; Hospital Universitari i Politecnic La Fe, Spain; Royal Adelaide Hospital, Australia; McGill University, Canada; Henry Ford Health System, USA; Mount Sinai Health System, USA; The Chinese University of Hong Kong, Hong Kong; Royal Prince Alfred Hospital, Australia; Stony Brook University, USA; Indiana University Health Inc, USA; Yale New Haven Health System, USA.